{"id":"W6982674665","doi":"","title":"ISS nocturnal images as a scientific tool against Light Pollution","year":2011,"lang":"en","type":"report","venue":"Library Open Repository (Universidad Complutense Madrid)","topic":"Catholicism and Religious Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Aerospace Exploration Agency; Canadian Space Agency; Ministerio de Ciencia e Innovación; Universidad Complutense de Madrid; European Space Agency; National Aeronautics and Space Administration","keywords":"Light pollution; Calibration; Nocturnal; Night sky; Pollution; Raw data","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004175233,0.000229137,0.0001642496,0.002190402,0.0005138414,0.0006725348,0.0002873106,0.00038829,0.006141406],"category_scores_gemma":[0.000465597,0.0001304694,0.0001797937,0.001448055,0.0002364943,0.000308611,0.0005149023,0.000344214,0.0009865961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244087,"about_ca_system_score_gemma":0.0003027355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593976,"about_ca_topic_score_gemma":0.008460122,"domain_scores_codex":[0.9997488,0.00003660339,0.000007102552,0.00002718336,0.0001423813,0.00003784094],"domain_scores_gemma":[0.9996705,0.00003557924,0.00004021832,0.00006658719,0.0001435808,0.0000435869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001093743,0.0002041673,0.07451977,0.0008084736,0.0001138336,0.001355796,0.002699604,0.003464783,0.4778981,0.003990604,0.04103507,0.3928161],"study_design_scores_gemma":[0.00005432469,0.0003875263,0.7727573,0.0001453537,0.0001074245,0.001367582,0.001841404,0.003451853,0.1075606,0.0008390691,0.1114239,0.00006361463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818583,0.001856964,0.02033604,0.0007151977,0.0003519657,0.0001941945,0.007275712,0.002218226,0.1484686],"genre_scores_gemma":[0.9340486,0.001284632,0.03627593,0.0001445342,0.0002686641,0.00005604319,0.005588898,0.0003885038,0.02194418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141406,"threshold_uncertainty_score":0.02054501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514639592373877,"score_gpt":0.2336053960283536,"score_spread":0.1984590001046148,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}